一、Scrapy爬虫框架常用命令
命令 | 说明 | 格式 |
---|---|---|
startproject | 创建一个新工程 | scrapy startproject <name> [dir] |
genspider | 创建一个爬虫 | scrapy genspider [options]<name> <domain> |
settings | 获取爬虫配置信息 | scrapy settings [options] |
crawl | 运行一个爬虫 | scrapy crawl <spider> |
list | 列出工程中所有爬虫 | scrapy list |
shell | 启动URL调试命令行 | scrapy shell [url] |
二、scrapy使用
- scrapy startproject demo 新建一个项目demo
- scrapy genspider spiderdemo www.baidu.com 创建一个百度的爬虫
- scrapy crawl spiderdemo 运行爬虫
三、Request类
方法 | 说明 |
---|---|
.url | Request对应的URL |
.method | 'GET' 'POST'等 |
.headers | 字典类型风格的请求头 |
.body | 请求内容主体,字符串类型 |
.meta | 用户添加的扩展信息,scrapy内部模块间传递 |
.copy() | 复制请求 |
四、Response类
方法 | 说明 |
---|---|
.url | Response对应的URL |
.status | HTTP状态码 |
.headers | Response的头部 |
.body | Response内容主体,字符串类型 |
.flags | 一组标记 |
.request | 产生对应的Request对象 |
.copy() | 复制响应 |
五、Scrapy框架的股票数据定向爬虫
# pipelines.py
# -*- coding: utf-8 -*-
# Define your item pipelines here
#
# Don't forget to add your pipeline to the ITEM_PIPELINES setting
# See: https://doc.scrapy.org/en/latest/topics/item-pipeline.html
class Python123DemoPipeline(object):
def process_item(self, item, spider):
return item
class BaidustocksPipeline(object):
def open_spider(self, spider):
self.f = open('Stock.txt', 'w')
def close_spider(self,spider):
self.f.close()
def process_item(self, item, spider):
try:
line = str(dict(item)) + '\n'
self.f.write(line)
except:
pass
return item
# demo.py
# -*- coding: utf-8 -*-
import scrapy
import re
class DemoSpider(scrapy.Spider):
name = 'demo'
# allowed_domains = ['python123.io']
start_urls = ['http://quote.eastmoney.com/stocklist.html']
stock_info_url = 'https://gupiao.baidu.com/stock/'
def parse(self, response):
for href in response.css('a::attr(href)').extract():
try:
stock = re.findall(r"[s][hz]\d{6}", href)[0]
url = 'https://gupiao.baidu.com/stock/' + stock + '.html'
yield scrapy.Request(url, callback=self.parse_stock)
except:
continue
def parse_stock(self, response):
infoDict = {}
stockInfo = response.css('.stock-bets')
name = stockInfo.css('.bets-name').extract()[0]
keyList = stockInfo.css('dt').extract()
valueList = stockInfo.css('dd').extract()
for i in range(len(keyList)):
key = re.findall(r'>.*</dt>', keyList[i])[0][1:-5]
try:
val = re.findall(r'\d+\.?.*</dd>', valueList[i])[0][0:-5]
except:
val = "--"
infoDict.update({'股票名称':re.findall('\s.*\(', name)[0].split()[0]
+ re.findall('\>.*\<', name)[0][1:-1]}
)
yield infoDict
# settings.py
# -*- coding: utf-8 -*-
# Scrapy settings for python123demo project
#
# For simplicity, this file contains only settings considered important or
# commonly used. You can find more settings consulting the documentation:
#
# https://doc.scrapy.org/en/latest/topics/settings.html
# https://doc.scrapy.org/en/latest/topics/downloader-middleware.html
# https://doc.scrapy.org/en/latest/topics/spider-middleware.html
BOT_NAME = 'python123demo'
SPIDER_MODULES = ['python123demo.spiders']
NEWSPIDER_MODULE = 'python123demo.spiders'
# Crawl responsibly by identifying yourself (and your website) on the user-agent
#USER_AGENT = 'python123demo (+http://www.yourdomain.com)'
# Obey robots.txt rules
ROBOTSTXT_OBEY = True
# Configure maximum concurrent requests performed by Scrapy (default: 16)
#CONCURRENT_REQUESTS = 32
# Configure a delay for requests for the same website (default: 0)
# See https://doc.scrapy.org/en/latest/topics/settings.html#download-delay
# See also autothrottle settings and docs
#DOWNLOAD_DELAY = 3
# The download delay setting will honor only one of:
#CONCURRENT_REQUESTS_PER_DOMAIN = 16
#CONCURRENT_REQUESTS_PER_IP = 16
# Disable cookies (enabled by default)
#COOKIES_ENABLED = False
# Disable Telnet Console (enabled by default)
#TELNETCONSOLE_ENABLED = False
# Override the default request headers:
#DEFAULT_REQUEST_HEADERS = {
# 'Accept': 'text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8',
# 'Accept-Language': 'en',
#}
# Enable or disable spider middlewares
# See https://doc.scrapy.org/en/latest/topics/spider-middleware.html
#SPIDER_MIDDLEWARES = {
# 'python123demo.middlewares.Python123DemoSpiderMiddleware': 543,
#}
# Enable or disable downloader middlewares
# See https://doc.scrapy.org/en/latest/topics/downloader-middleware.html
#DOWNLOADER_MIDDLEWARES = {
# 'python123demo.middlewares.Python123DemoDownloaderMiddleware': 543,
#}
# Enable or disable extensions
# See https://doc.scrapy.org/en/latest/topics/extensions.html
#EXTENSIONS = {
# 'scrapy.extensions.telnet.TelnetConsole': None,
#}
# Configure item pipelines
# See https://doc.scrapy.org/en/latest/topics/item-pipeline.html
ITEM_PIPELINES = {
'python123demo.pipelines.BaidustocksPipeline': 300,
}
# Enable and configure the AutoThrottle extension (disabled by default)
# See https://doc.scrapy.org/en/latest/topics/autothrottle.html
#AUTOTHROTTLE_ENABLED = True
# The initial download delay
#AUTOTHROTTLE_START_DELAY = 5
# The maximum download delay to be set in case of high latencies
#AUTOTHROTTLE_MAX_DELAY = 60
# The average number of requests Scrapy should be sending in parallel to
# each remote server
#AUTOTHROTTLE_TARGET_CONCURRENCY = 1.0
# Enable showing throttling stats for every response received:
#AUTOTHROTTLE_DEBUG = False
# Enable and configure HTTP caching (disabled by default)
# See https://doc.scrapy.org/en/latest/topics/downloader-middleware.html#httpcache-middleware-settings
#HTTPCACHE_ENABLED = True
#HTTPCACHE_EXPIRATION_SECS = 0
#HTTPCACHE_DIR = 'httpcache'
#HTTPCACHE_IGNORE_HTTP_CODES = []
#HTTPCACHE_STORAGE = 'scrapy.extensions.httpcache.FilesystemCacheStorage'
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